Video Matting

5 papers with code • 1 benchmarks • 3 datasets

Greatest papers with code

Robust High-Resolution Video Matting with Temporal Guidance

PeterL1n/RobustVideoMatting 25 Aug 2021

We introduce a robust, real-time, high-resolution human video matting method that achieves new state-of-the-art performance.

Video Matting

Is a Green Screen Really Necessary for Real-Time Portrait Matting?

ZHKKKe/MODNet 24 Nov 2020

For portrait matting without the green screen, existing works either require auxiliary inputs that are costly to obtain or use multiple models that are computationally expensive.

Image Matting Video Matting

Attention-guided Temporally Coherent Video Object Matting

yunkezhang/TCVOM 24 May 2021

Experimental results show that our method can generate high-quality alpha mattes for various videos featuring appearance change, occlusion, and fast motion.

Image Matting Semantic Segmentation +3

Deep Video Matting via Spatio-Temporal Alignment and Aggregation

nowsyn/DVM CVPR 2021

Despite the significant progress made by deep learning in natural image matting, there has been so far no representative work on deep learning for video matting due to the inherent technical challenges in reasoning temporal domain and lack of large-scale video matting datasets.

Image Matting Optical Flow Estimation +1

Flow-based Video Segmentation for Human Head and Shoulders

kuangzijian/Flow-Based-Video-Matting 20 Apr 2021

Video segmentation for the human head and shoulders is essential in creating elegant media for videoconferencing and virtual reality applications.

Optical Flow Estimation Semantic Segmentation +4